Automated README summary
Automatically summarized from the README on 27 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Lets an agent control an Android phone attached by USB. It exposes one MCP tool, run_task, which takes a plain-language goal, reads the phone's screen, decides the next action, performs it over adb, and reports whether the goal was achieved.
How it uses Jev
Inside run_task, Jev decides what to do next from the phone's own screen state. The result is used to pick and perform the next adb action, then the loop checks the outcome and reports achieved and reason. Without a key it falls back to keywords.
Primitives:choice
Technique worth stealing
Close the loop on the phone's own screen state: act, re-read, and report achieved honestly.
Try it
uv venv --python 3.12 .venv && uv pip install --python .venv/bin/python -e .
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.85
- Shows a System One patternFound in material0.72
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.32
- Is a runnable toolFound in material0.95
- Top-10 learning shortlist signalunclear0.43
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale0.91 / 2
- About JevFound in material0.96
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 27 Sept 2026.